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58name: Prompt / agent improvement
description: Improve accuracy or behaviour of an AI agent in the pipeline
labels: ["prompt", "agents"]
body:
- type: markdown
attributes:
value: |
Equalify Reflow's pipeline uses eight PydanticAI agents for structure analysis, heading reconciliation, page content correction, boundary repair, code tagging, footnote relocation, and more. See [AGENTS.md](../../AGENTS.md) for the full list and how to iterate on them.
Use this template if you have a concrete example where a pipeline step produced an incorrect or suboptimal output and you want to propose a prompt change.
- type: dropdown
id: agent
attributes:
label: Which agent / pipeline phase?
options:
- Structure analysis (Phase 2)
- Heading reconciliation (Phase 3)
- Heading levels (Phase 4)
- Page content corrections (Phase 5) — main
- Page content corrections (Phase 5) — table subagent
- Page content corrections (Phase 5) — list subagent
- Page content corrections (Phase 5) — image subagent
- Code block languages (Phase 6)
- Cross-page boundary fixes (Phase 7) — main
- Cross-page boundary fixes (Phase 7) — footnote relocation
- Other / unsure
validations:
required: true
- type: textarea
id: input
attributes:
label: Input (document or excerpt)
description: What was the input? A public-domain PDF or an anonymised excerpt is ideal.
validations:
required: true
- type: textarea
id: actual
attributes:
label: Actual output
description: What did the pipeline produce?
render: markdown
validations:
required: true
- type: textarea
id: expected
attributes:
label: Expected output
description: What should it have produced, and why?
render: markdown
validations:
required: true
- type: textarea
id: prompt_change
attributes:
label: Proposed prompt change
description: Optional. If you have already drafted a prompt change, share it here. Otherwise leave blank and the maintainers will iterate.
render: text